The paper introduces LJPIV, the first legal judgment prediction benchmark with innocent verdicts, and shows that trichotomous reasoning prompts and fine-tuning improve prediction of not-guilty outcomes.
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Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning
The paper introduces LJPIV, the first legal judgment prediction benchmark with innocent verdicts, and shows that trichotomous reasoning prompts and fine-tuning improve prediction of not-guilty outcomes.